This is a technical background document for the IPBES MONITORING ASSESSMENT. It provides technical details and implementation settings for the data management report of the MTA ILK Corpus and its usage. The sole purpose of this document is to document the workflows used to produce statistics, figures and maps, to document the source of the data and to make the process transparent and reproducible.
Here are the search terms used in this document. They were provided by the authors, and some adaptations were done by the tsu for data and knowledge management to adapt them to be suitable for a search in OpenAlex.
ILK
Show the code
cat(tar_read(search_terms)$ilk)
"Indigenous People" OR
"Indigenous Peoples" OR
"Indigenous community" OR
"local community" OR
IPLC OR
Aboriginal OR
Aborigine OR
"First nation" OR
Amerindian OR
Autochthonous OR
peasant OR
peasants OR
tribe OR
tribes OR
tribal OR
ethnic OR
smallholder OR
smallholders OR
"small-holder" OR
"small-holders" OR
subsistence OR
artisan OR
artisanal OR
fisher OR
fishers OR
hunter OR
hunters OR
hunting OR
gatherer OR
gatherers OR
gathering OR
pastoralist OR
pastoralists OR
pastoralism OR
herder OR
herders OR
herding OR
transhumance OR
agroforestry OR
swidden OR
aquaculture OR
"Non timber forest product" OR
"Non-timber forest product" OR
"nontimber forest product" OR
customary OR
"Indigenous knowledge" OR
"Indigenous ecological knowledge" OR
"Indigenous and local knowledge" OR
ILK OR
"local knowledge" OR
"traditional ecological knowledge" OR
TEK OR
"traditional knowledge" OR
TK OR
bioculture OR
biocultural OR
"bio-culture" OR
"bio-cultural" OR
ethnobotany OR
ethnoecology OR
ethnopharmacology OR
cosmovision OR
participation OR
participatory OR
"community-based" OR
"community based" OR
"co-design" OR
codesign OR
"co-produce" OR
"co-production" OR
coproduce OR
coproduction OR
FPIC OR
"free prior and informed consent" OR
"free prior and informed consent" OR
"data sovereignty" OR
"access and benefit sharing"
Monitoring
Show the code
#|cat(tar_read(search_terms)$monitoring)
monitor OR
monitoring OR
indicator OR
indicators OR
observation OR
observing
Methods
Get and calculate Data from OpenAlex
These data is gathered from OpenAlex directly via API call. Consequelntly, each time the data is gathered, there will be a likely increasing number of hirs. The timestamp of the search is saved in the attribute timestamp of the saved object. This data is used to assess the quality of the TCA Corpus.
To do the assessment, the search term was split into indivitual lines (as in the original file ilk and monitoring and two searches were done for each of the terms:
A search term AND monitoring and the count is shown in the column Count (inclusive)
A search (term AND NOT OTHER TERMS) OR monitoring and the count is shown in the column Count (exclusive)
The column Count (exclusive) is the contribution of this search term. In other words, if the value is zero, the term does not contribute anything to the results corpus. If the number is large, it might be worth taking a closer look into this term as it might have more the initially thought meaning.
The column Count (inclusive) is the number of times the actual term is found in the corpus.